Batuhan Sarıtürk

Comparison of Fully Convolutional Networks (FCN) and U-Net for Road Segmentation from High Resolution Imageries

Ozan Öztürk, Batuhan Sarıtürk, Dursun Zafer Şeker · International Journal of Environment and Geoinformatics · 2020 · 62 citations · Full text

Convolutional Neural Network, Scene Analysis, Engineering +23

Feature extraction from satellite images using segnet and fully convolutional networks (FCN)

Batuhan Sarıtürk, Bülent Bayram, Zaide Duran et al. · International Journal of Engineering and Geosciences · 2020 · 35 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

A Residual-Inception U-Net (RIU-Net) Approach and Comparisons with U-Shaped CNN and Transformer Models for Building Segmentation from High-Resolution Satellite Images

Batuhan Sarıtürk, Dursun Zafer Şeker · Sensors · 2022 · 27 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Comparative Analysis of Different CNN Models for Building Segmentation from Satellite and UAV Images

Batuhan Sarıtürk, Damla Kumbasar, Dursun Zafer Şeker · Photogrammetric Engineering & Remote Sensing · 2023 · 12 citations · Full text

Generation of Istanbul road data set using Google Map API for deep learning-based segmentation

Ozan Öztürk, Mustafa Serkan Ișık, Batuhan Sarıtürk et al. · International Journal of Remote Sensing · 2022 · 11 citations